Implementation of BitBrain algorithm in C
softwareposted on 2022-12-09, 15:27 authored by Jakub FilJakub Fil, Michael Hopkins, Steve Furber, Edward Jones
This item contains the code for an innovative working mechanism (SBC memory) and surrounding infrastructure (BitBrain) based upon a novel synthesis of ideas from sparse coding, computational neuroscience and information theory that support single-pass and single-shot learning, accurate and robust inference, and the potential for continuous adaptive learning. They are designed to be implemented efficiently on current and future neuromorphic devices as well as on more conventional CPU and memory architectures.
This item is a supplement for a pending publication in "Frontiers in Neuroinformatics: Physical Neuromorphic Computing and its Industrial Applications" and contains an implementation of the BitBrain algorithm in C.